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Underpriced GPUs and RAM

Hardware

DRAM just 4x'd. Track GPU, DRAM and NAND in USD per GB and grab the listings our model flags below market. https://www.newegg.com

The three price signals right now

Where GPU, DRAM and NAND stand

  • VRAM (GPU): latest shelf reading is 2023-Q3 at about 46.57 USD/GB; it peaked near 126 USD/GB in 2021-Q3 and has unwound since.
  • DRAM: latest reading is 2026-Q2 at about 12.13 USD/GB, up from 2.5 to 3.5 USD/GB range through 2025; this marks the 2026 memory super-cycle.
  • NAND (SSD): latest reading is 2026-Q2 at about 0.13 USD/GB, by far the cheapest tier, edging up from a deflation floor near 0.08 to 0.10 USD/GB.

Table-sourced summary of GPU VRAM, DRAM and NAND USD-per-GB from the quarterly memory-hierarchy table.

Underpriced current listings (RF model, 2026)
ComponentPriceEst. marketBelow marketlink
Timetec 16GB KIT(2x8GB) DDR3L/DDR3 1600MHz(DDR3L-1600) PC3L-12800 Non-ECC Unbuffered 1.35V/1.5V CL11 2Rx8 Dual Rank 204 Pin SODIMM Laptop Notebook RAM
RAM · TIMETEC
$40$10862.9% belowView
Crucial 8GB DDR4 2400 CAS Latency CL17 Notebook Memory
Memory card · Crucial
$49$10754.3% belowView
Crucial 16GB (2 x 8GB) 204-Pin DDR3 SO-DIMM DDR3L 1600 (PC3L 12800) Laptop Memory Model CT2KIT102464BF160B
RAM · Crucial
$49$10753.9% belowView
Silicon Power DDR4 8GB 3200MHz (PC4-25600) CL22 SODIMM 260-Pin 1.2V Non-ECC Laptop RAM Notebook Computer Memory
Memory card · Silicon Power
$50$10853.8% belowView
A-Tech 16GB (2x8GB) DDR3 / DDR3L 1600MHz SODIMM PC3L-12800 2Rx8 1.35V CL11 Non-ECC Unbuffered 204-Pin SO-DIMM Notebook Laptop RAM Memory Upgrade Kit
RAM · A-TECH
$50$10753.7% belowView
Samsung M425R1GB4PB0-CWM 8GB DDR5 5600MHz PC5-44800 SODIMM Non-ECC 262-Pin Laptop Memory RAM
RAM · Samsung
$110$22250.4% belowView
Samsung M425R1GB4PB0-CWM 8GB DDR5 5600MHz PC5-44800 SODIMM Non-ECC 262-Pin Laptop Notebook Memory RAM
Memory card · Samsung
$110$22250.4% belowView
Crucial 32GB 262-Pin DDR5 SO-DIMM DDR5 4800 (PC4 38400) Laptop Memory Model CT32G48C40S5
RAM · Crucial
$345$57139.6% belowView
Crucial 32GB (2 x 16GB) 262-Pin DDR5 SO-DIMM DDR5 4800 (PC4 38400) Laptop Memory Model CT2K16G48C40S5
RAM · Crucial
$361$57136.7% belowView
Crucial 8GB 260-Pin DDR4 SO-DIMM DDR4 3200 (PC4 25600) Laptop Memory Model CT8G4SFS832A
RAM · Crucial
$68$10736.6% belowView
Crucial 32GB (2 x 16GB) 262-Pin DDR5 SO-DIMM DDR5 5600 Laptop Memory Model CT2K16G56C46S5
RAM · Crucial
$371$57135.0% belowView
Crucial 32GB 262-Pin DDR5 SO-DIMM DDR5 5600 Laptop Memory Model CT32G56C46S5
RAM · Crucial
$372$57134.8% belowView
Corsair Vengeance LPX 32GB (4x8GB) DDR4 3200MHz CL16 Desktop Memory Kit - Black
RAM · Corsair
$160$23431.5% belowView
G.SKILL Ripjaws S5 Series 32GB (2 x 16GB) 288-Pin PC RAM DDR5 6000 (PC5 48000) Desktop Memory
RAM · G.Skill
$373$54431.4% belowView
Crucial 32GB (2 x 16GB) 262-Pin DDR5 SO-DIMM DDR5 5600 (PC5 44800) Laptop Memory Model CT2K16G56C46S5
RAM · Crucial
$399$57130.1% belowView
Kingston HyperX Fury RGB 32GB (2 x 16GB) DDR4-3200
RAM · Kingston
$170$23929.0% belowView
CORSAIR Vengeance 32GB (2 x 16GB) 288-Pin PC RAM DDR5 6000 (PC5 48000) Desktop Memory Model CMK32GX5M2E6000C36
RAM · Corsair
$400$56328.9% belowView
CORSAIR Vengeance RGB Pro 32GB (2 x 16GB) 288-Pin PC RAM DDR4 3200 (PC4 25600) Desktop Memory Model CMW16GX4M2E3200C16
RAM · Corsair
$170$23427.3% belowView
CORSAIR Vengeance RGB 32GB (2 x 16GB) 288-Pin PC RAM DDR5 6000 (PC5 48000) Desktop Memory Model CMH32GX5M2E6000C36
RAM · Corsair
$414$56326.4% belowView
Kingbank 32GB 262-Pin DDR5 SO-DIMM DDR5 5600 (PC5 44800) Laptop Memory
Memory card · KINGBANK
$320$43426.2% belowView
Kingbank 32GB 262-Pin DDR5 SO-DIMM DDR5 5600 (PC5 44800) Laptop Memory RAM
RAM · KINGBANK
$320$43426.2% belowView
G.Skill Ripjaws V 32GB (2 x 16GB) DDR4-3200
RAM · G.Skill
$180$23924.8% belowView
Crucial Ballistix Sport 32GB (2 x 16GB) DDR4-3200
RAM · Crucial
$180$23423.0% belowView
Corsair Vengeance LPX 32GB (2 x 16GB) DDR4-3200 CL16
RAM · Corsair
$180$23423.0% belowView
CORSAIR Vengeance 32GB (2 x 16GB) 288-Pin PC RAM DDR5 6000 (PC5 48000) Desktop Memory Model CMK32GX5M2B6000C30
RAM · Corsair
$436$56322.5% belowView
CORSAIR Vengeance 32GB (2 x 16GB) 288-Pin PC RAM DDR5 6000 (PC5 48000) Desktop Memory
RAM · Corsair
$436$56322.5% belowView
CORSAIR Vengeance RGB 32GB (2 x 16GB) 288-Pin PC RAM DDR5 6000 (PC5 48000) Desktop Memory
RAM · Corsair
$440$56321.8% belowView
CORSAIR Vengeance RGB 32GB (2 x 16GB) 288-Pin PC RAM DDR5 6000 (PC5 48000) Desktop Memory Model CMH32GX5M2E6000C36W
RAM · Corsair
$440$56321.8% belowView
G.SKILL Flare X5 Series AMD EXPO 32GB (2 x 16GB) 288-Pin PC RAM DDR5 6000 Desktop Memory Model F5-6000J3636F16GX2-FX5 + $60 off
RAM · G.Skill
$430$54420.9% belowView
G.SKILL Trident Z5 RGB Series 32GB (2 x 16GB) 288-Pin PC RAM DDR5 6400 (PC5 51200) Desktop Memory Model F5-6400J3239G16GX2-TZ5RK + $90 off
RAM · G.Skill
$430$54420.9% belowView
CORSAIR Vengeance 32GB (2 x 16GB) 288-Pin PC RAM DDR5 6000 (PC5 48000) Desktop Memory Model CMK32GX5M2B6000C38
RAM · Corsair
$450$56320.0% belowView
Corsair Vengeance 32GB (2 x 16GB) 262-Pin DDR5 SO-DIMM DDR5 5600 (PC5 44800) Laptop Memory
Memory card · Corsair
$465$56417.6% belowView
Patriot Viper Elite 5 16GB 288-Pin PC RAM DDR5 6000 CL30(PC5 48000) Hynix Desktop Memory
RAM · Patriot
$188$22416.2% belowView
Patriot Viper Elite 5 16GB 288-Pin PC RAM DDR5 6000 CL30(PC5 48000) Hynix Desktop Memory Model VEB516G6030W Compatible with AMD / Intel Gen14 Only
RAM · Patriot
$188$22416.2% belowView

Most recent (2026-Q2) Newegg listings priced below a random-forest model of price from category, brand, capacity, memory generation and form factor. discount_pct = how far below the model's estimate. Links open the product page.

Export
Model Fit
random_forest(category, brand_norm, size_gb, mem_gen, _url)→predicted_price
R² 0.5404RMSE 185.5056MAE 86.2476(148 samples)
Cloud GPU rental: price per hour and per GB of VRAM
GPUVRAM$/hr$/GB-hrMonthly 24×7
A40
RunPod
48 GB$0.44$0.0092$321
RTX A6000
RunPod
48 GB$0.49$0.0102$358
RTX A5000
RunPod
24 GB$0.27$0.0112$197
RTX 6000 Ada
RunPod
48 GB$0.77$0.0160$562
L4
RunPod
24 GB$0.39$0.0162$285
L40
RunPod
48 GB$0.82$0.0171$599
A100 PCIe
RunPod
80 GB$1.39$0.0174$1,015
A100 SXM
RunPod
80 GB$1.49$0.0186$1,088
RTX 3090
RunPod
24 GB$0.46$0.0192$336
L40S
RunPod
48 GB$0.99$0.0206$723
RTX Pro 6000
RunPod
96 GB$1.99$0.0207$1,453
NVIDIA A6000
Lambda
48 GB$1.09$0.0227$796
NVIDIA GH200
Lambda
96 GB$2.29$0.0239$1,672
A6000
RunPod
48 GB$1.22$0.0254$891
B300
RunPod
288 GB$7.39$0.0257$5,395
RTX 4090
RunPod
24 GB$0.69$0.0287$504
NVIDIA Quadro RTX 6000
Lambda
24 GB$0.69$0.0287$504
RTX 5090
RunPod
32 GB$0.99$0.0309$723
H200+SXM
RunPod
141 GB$4.39$0.0311$3,205
H200
RunPod
141 GB$4.39$0.0311$3,205
NVIDIA B200 SXM6
Lambda
208 GB$6.69$0.0322$4,884
B200
RunPod
180 GB$5.89$0.0327$4,300
H100 NVL
RunPod
94 GB$3.19$0.0339$2,329
A100
RunPod
80 GB$2.72$0.0340$1,986
80 GB
RunPod
80 GB$2.72$0.0340$1,986
NVIDIA A100 SXM
Lambda
80 GB$2.79$0.0349$2,037
B300
RunPod
280 GB$9.98$0.0356$7,285
RTX PRO 4500 Blackwell
RunPod
32 GB$1.15$0.0359$839
H100 PCIe
RunPod
80 GB$2.89$0.0361$2,110
RTX 6000 Pro
RunPod
96 GB$3.49$0.0364$2,548
NVIDIA B200 SXM6
Lambda
180 GB$6.69$0.0372$4,884
H100 SXM
RunPod
80 GB$2.99$0.0374$2,183
48 GB
RunPod
48 GB$1.90$0.0396$1,387
141 GB
RunPod
141 GB$5.58$0.0396$4,073
NVIDIA H100 PCIe
Lambda
80 GB$3.29$0.0411$2,402
96 GB
RunPod
96 GB$4.00$0.0417$2,920
H200
RunPod
140 GB$5.93$0.0424$4,329
H200 SXM
RunPod
140 GB$5.93$0.0424$4,329
B200
RunPod
140 GB$5.93$0.0424$4,329
4090 PRO
RunPod
24 GB$1.10$0.0458$803
4,090
RunPod
24 GB$1.10$0.0458$803
180 GB
RunPod
180 GB$8.64$0.0480$6,307
NVIDIA Tesla V100
Lambda
16 GB$0.79$0.0494$577
Tesla V100
Lambda
16 GB$0.79$0.0494$577
5090 PRO
RunPod
32 GB$1.58$0.0494$1,153
5,090
RunPod
32 GB$1.58$0.0494$1,153
NVIDIA A100 SXM
Lambda
40 GB$1.99$0.0498$1,453
NVIDIA A100 PCIe
Lambda
40 GB$1.99$0.0498$1,453
NVIDIA H100 SXM
Lambda
80 GB$3.99$0.0499$2,913
NVIDIA A10
Lambda
24 GB$1.29$0.0538$942
H100
RunPod
80 GB$4.55$0.0569$3,322
A100 SXM
RunPod
24 GB$1.79$0.0746$1,307
B200
RunPod
80 GB$8.64$0.1080$6,307
H200 SXM
RunPod
24 GB$4.31$0.1796$3,146
H200 SXM
RunPod
14 GB$5.93$0.4236$4,329

On-demand cloud GPU rental from RunPod and Lambda, read live from their pricing pages. usd_per_gb_hr normalizes price to VRAM so tiers compare directly with the buy-side $/GB charts. monthly_24x7_usd is the cost of renting non-stop for one month, a quick buy-vs-rent reference.

Export

What this cockpit tracks

DRAM just 4x'd. Track GPU, DRAM and NAND in USD per GB and grab the listings our model flags below market. https://www.newegg.com

The three price signals right now

summary

Table-sourced summary of GPU VRAM, DRAM and NAND USD-per-GB from the quarterly memory-hierarchy table.

Underpriced current listings (RF model, 2026)

table

Most recent (2026-Q2) Newegg listings priced below a random-forest model of price from category, brand, capacity, memory generation and form factor. discount pct = how far below the model's estimate. Links open the product page.

DRAM super-cycle: desktop RAM price per GB

chart

Source: Newegg (newegg.com) listings with Wayback Machine (web.archive.org) historical backfill. Normalized to USD per GB.

GPU VRAM cost per GB [USD]

chart

Source: Newegg (newegg.com) listings with Wayback Machine (web.archive.org) historical backfill. Normalized to USD per GB.

NAND/SSD deflation: SSD price per GB

chart

Source: Newegg (newegg.com) listings with Wayback Machine (web.archive.org) historical backfill. Normalized to USD per GB.

Storage cost ladder: $/GB by media

chart

Source: Newegg (newegg.com) listings with Wayback Machine (web.archive.org) historical backfill. Normalized to USD per GB.

GPU board-partner pricing power

chart

Source: Newegg (newegg.com) GPU listings with Wayback Machine (web.archive.org) historical backfill. Normalized to USD per GB of VRAM.

NAND brand $/GB dispersion

chart

Source: Newegg (newegg.com) SSD/flash listings with Wayback Machine (web.archive.org) historical backfill. Normalized to USD per GB.

Underpriced GPUs and RAM · Napu AI Cockpit